Dots Game AI

Yet another implementation of Dots Game Artificial Intelligence (with russian rules).

Tests

Features

• Save to & load from SGF and PointsXT files.
• Working with game trees.
• Interaction with Sport Dots vk.com application.

Roadmap

• Collect statistics for open games with strong players from playdots.ru.
• Train neural network with statistics info. Use CNTK or another deep-learning framework.

Screen

Useful links

• opai-rs. Opai-rs an artificial intelligence for the game of points.
• AlphaGo Replication. This project is a replication/reference implementation of DeepMind's 2016 Nature publication
• Michi. Minimalistic Go MCTS Engine.
• patchi. A fairly strong Go/Baduk/Weiqi playing program.

Dependencies

• Avalonia; a multi-platform .NET UI framework;
• Json.NET for serialization and deserialization to JSON;
• NUnit 3 for unit tests.

License

Dots Game AI is licensed under the Apache 2.0 License.